Tomoyuki Tamura

3 papers · 2020–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

ICML (2) UAI (1)

Top co-authors

Masayuki Karasuyama (3) Shion Takeno (2) Kazuki Shitara (2) Yuki Ito (1) Shinya Suzuki (1) Takuya Kanayama (1)

Research topics

Mathematics & Optimization (3) Optimization (3) Machine Learning (2) Bayesian & Probabilistic · Machine Learning (2) Optimization & Theory (2) Artificial Intelligence (1) Bayesian & Probabilistic · Artificial Intelligence (1)

Keywords

bayesian optimization (3) mutual information (1) pareto optimality (1) bilevel optimization (1) multi-objective optimization (1) black-box function (1) information gain (1) entropy search (1) acquisition function (1) lower bound (1) max-value entropy search (1) constrained optimization (1) information lower bound (1)

Papers

Information-Theoretic Bayesian Optimization for Bilevel Optimization Problems UAI 2026 Sequential and Parallel Constrained Max-value Entropy Search via Information Lower Bound ICML 2022 Multi-objective Bayesian Optimization using Pareto-frontier Entropy ICML 2020